PYTHON

Python

IDE

Visual Studio Code • Jupyter Notebook • Spyder • PyCharm

*****

Python Developer Roadmap in 2021 🗺

Do you want to become a Python developer but don't know where to start? If that's the case, you're in the right place. In this roadmap, I will show you everything you need to know in order to become a python developer. Let's jump right into it!

Table of Contents

  • Foundation 🐍

  • Terminal/Command Prompt + Git/GitHub 💻

  • Advanced Python 🐍

  • Popular Libraries 📙

  • Computer Science 🤓

  • Web Scrapping 🗄️

  • Web Development 🌐

  • Scripting 📜

  • Ethical Hacking 🤐

  • Machine Learning/Data Science 🤖


Foundation 🐍

  • Python 3 vs Python 2

  • Code Editors (choose one)

    • Vim

    • VSCode

    • Sublime Text

    • PyCharm

    • Atom

    • Juypter Notebook

    • Google Colab

  • How Python Works

  • Python Interpreter

  • Running Python Code

  • Data Types and their Operations and Use

  • Numbers, Operators, Operator Precedence

  • Variables

  • Type Conversion

  • Indentation

  • Logical Operators

  • Conditionals - If, Else, Else if, Truthy, Falsey

  • Loops: for, while, loop control statements (break, continue, etc)

  • Functions: scope, parameters, arguments, return

  • Built-in Functions

  • Commenting: single-line, multi-line, docstrings


Terminal/Command Prompt + Git/GitHub 💻

Basic Bash Commands

  • Git Basics

  • GitHub Basics

  • Source Control


Advanced Python 🐍

  • OOP

  • Classes

  • Dunder

  • Methods

  • Inheritance

  • Decorators

  • Functional Programming

  • Lambda Functions

  • Map, filter, zip, reduce

  • Errors

  • Error Handling: try, except

  • File I/O

  • Regex

  • Testing, unittest

  • Import

  • Modules

  • Packages

  • Pip

  • Virtual Environments

  • Debugging


Popular Libraries 📙

  • Tkinter

  • Requests

  • Pillow

  • PyQT

  • Pygame


Computer Science 🤓

  • Time Complexity

  • Space Complexity

  • Big O Notation

  • Data Structures

  • Algorithms


Web Scrapping 🗄️

  • Beautiful soup

  • Selenium

  • Scrapy


Project Ideas 🔥:

  • Hacker News Scraper

  • Dev.to Scrapper

  • Amazon Price Tracker

  • Jobs Portal Scraper

  • COVID-19 Web Scraper


Web Development 🌐

  • Django

  • Flask

  • Zappa

  • Dash


Project Ideas 🔥:

  • Login System

  • Portfolio

  • Blog Site

  • Todo App

  • Ecommerce website


Scripting 📜

  • DevOps: Docker, Kubernetes, Gradle, etc

  • System Admin


Project Ideas 🔥:

  • Automate the Boring Stuff

  • Create a Calculator

  • Contact Book

  • Directory Tree Generator

  • Expense Tracker


Ethical Hacking 🤐

  • SQL injection

  • Session hijacking

  • Man in the Middle

  • Networking

  • IP Adress

  • Exploitation

  • Social Engineering

  • Pen Testing

  • Footprinting

  • Firewall


Project Ideas 🔥:

  • Hacking wireless networks

  • Create a vulnerable site and hack it

  • Password cracker

  • Web Application Pen Testing

  • Break A Caesar Cipher


Machine Learning/Data Science 🤖

  • Tensorflow

  • PyTorch

  • Keras

  • Scikit-learn

  • Numpy

  • Pandas

  • SciPy

  • Matplotlib

  • Seaborn

  • Neural Networks

  • Machine Learning Algorithms

  • Data